Differentiable Rendering of Neural SDFs through Reparameterization.
Sai Praveen BangaruMichaël GharbiFujun LuanTzu-Mao LiKalyan SunkavalliMilos HasanSai BiZexiang XuGilbert BernsteinFrédo DurandPublished in: SIGGRAPH Asia (2022)
Keyphrases
- network architecture
- neural network
- computer graphics
- high quality
- point sets
- high fidelity
- objective function
- real time
- unit sphere
- graphics hardware
- learning rules
- nonlinear predictive control
- neural architecture
- texture mapping
- image based rendering
- neural model
- bio inspired
- d scene
- image synthesis
- loss function
- neural information processing
- real time rendering
- neural fuzzy
- three dimensional
- associative memory
- biologically inspired
- global illumination
- biologically plausible
- ray tracing
- connectionist models
- view dependent
- image based modeling
- ambient occlusion
- genetic algorithm